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    » Stable Transductive Learning
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    SAC
    2005
    ACM
    93views Applied Computing» more  SAC 2005»
    Rearranging data objects for efficient and stable clustering
    14 years 1 months ago
    Rearranging data objects for efficient and stable clustering
    Download  www.cs.uvm.edu
    When a partitional structure is derived from a data set using a data mining algorithm, it is not unusual to have a different set of outcomes when it runs with a different order of...
    Gyesung Lee, Xindong Wu, Jinho Chon
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    ICPR
    2008
    IEEE
    205views Computer Vision» more  ICPR 2008»
    Semi-supervised learning by locally linear embedding in kernel space
    14 years 1 months ago
    Semi-supervised learning by locally linear embedding in kernel space
    Download  figment.cse.usf.edu
    Graph based semi-supervised learning methods (SSL) implicitly assume that the intrinsic geometry of the data points can be fully specified by an Euclidean distance based local ne...
    Rujie Liu, Yuehong Wang, Takayuki Baba, Daiki Masu...
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    IJON
    2010
    120views more  IJON 2010»
    Semi-supervised learning with varifold Laplacians
    13 years 6 months ago
    Semi-supervised learning with varifold Laplacians
    Download  www.cse.ohio-state.edu
    This paper presents varifold learning, a learning framework based on the mathematical concept of varifolds. Different from manifold based methods, our varifold learning framework ...
    Lei Ding, Peibiao Zhao
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    NAACL
    2007
    142views Computational Linguistics» more  NAACL 2007»
    Semi-Supervised Learning for Semantic Parsing using Support Vector Machines
    13 years 9 months ago
    Semi-Supervised Learning for Semantic Parsing using Support Vector Machines
    Download  www.cs.utexas.edu
    We present a method for utilizing unannotated sentences to improve a semantic parser which maps natural language (NL) sentences into their formal meaning representations (MRs). Gi...
    Rohit J. Kate, Raymond J. Mooney
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    ESANN
    2004
    110views Neural Networks» more  ESANN 2004»
    Learning by geometrical shape changes of dendritic spines
    13 years 9 months ago
    Learning by geometrical shape changes of dendritic spines
    Download  www.dice.ucl.ac.be
    The role of dendritic spines in neuronal information processing is still not completely clear. However, it is known that spines can change shape rapidly during development and duri...
    Andreas Herzog, Vadym Spravedlyvyy, Karsten Kube, ...
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